Data Cleansing

Membrain's Data Cleansing Service focuses on identifying and rectifying inaccuracies, inconsistencies, and errors within your dataset. This efficiency boost not only saves time and resources, but positions your business for agility and success in our data-driven world.

This process involves the identification, correction, and removal of corrupt or inaccurate records to ensure the integrity, accuracy, and reliability of the data. By optimizing your data, you’ll streamline workflows, enabling your team to focus on strategic initiatives rather than grappling with disorganized, inaccurate data.

What we’ll cover

Membrain's professional services include three stages: Planning, Implementation, and Review.

Planning

One 1-hour planning session with a data expert to review your current data set(s) and discuss the data that needs cleansing. Your data expert will determine the scope (columns, rows, number of spreadsheets,etc.) of the project and provide a cost and timeline estimate.

Implementation

Your data expert will:

Identify and remove duplicate entries, reducing redundancy and improving data accuracy

Identify and address missing or incomplete data, employing techniques like imputation to fill in gaps

Ensure the data adheres to regulatory requirements ( GDPR) and internal organizational policies

Additional agreed upon tasks, if needed

Review Meeting

One 1-hour session with the data expert to review the cleansed data and answer any questions before the data is imported

Final Review Meeting

One 1-hour session with the data expert to review the cleansed data in Membrain

Parameters

All data to be cleansed must be sent to the data expert 72 hours prior to the planning meeting. This allows ample time for review. Planning meetings may be rescheduled if the data isn’t received in advance.

Price and Timeline: Please talk to your Customer Success Advocate, or write to us here

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